Modified BART for Learning Heterogeneous Effects in Regression Discontinuity Designs

Rafael Alcantara, Meijia Wang, P. Richard Hahn +1

This paper introduces BART-RDD, a sum-of-trees regression model built around a novel regression tree prior, which incorporates the special covariate structure of regression discont…